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[FreeTutorials.Us] Udemy - gcp-data-engineer-and-cloud-architect
magnet:?xt=urn:btih:16b39f97d64dced69aea20783e2adc6206073535&dn=[FreeTutorials.Us] Udemy - gcp-data-engineer-and-cloud-architect
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16b39f97d64dced69aea20783e2adc6206073535
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165
文件数量
2.49 GB
文件大小
2019-3-26 22:29
创建日期
2024-12-9 11:20
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FreeTutorials
Us
Udemy
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gcp-data-engineer-and-cloud-architect
01 You_ This Course and Us/001 You_ This Course and Us.mp4 8.59 MB
02 Introduction/004 Theory_ Practice and Tests.mp4 13.08 MB
02 Introduction/005 Why Cloud_.mp4 13.9 MB
02 Introduction/006 Hadoop and Distributed Computing.mp4 15.46 MB
02 Introduction/007 On-premise_ Colocation or Cloud_.mp4 13.78 MB
02 Introduction/008 Introducing the Google Cloud Platform.mp4 24.75 MB
02 Introduction/009 Lab_ Setting Up A GCP Account.mp4 19.51 MB
02 Introduction/010 Lab_ Using The Cloud Shell.mp4 10.81 MB
03 Compute Choices/011 Compute Options.mp4 16.91 MB
03 Compute Choices/012 Google Compute Engine (GCE).mp4 10.1 MB
03 Compute Choices/013 More GCE.mp4 10.66 MB
03 Compute Choices/014 Lab_ Creating a VM Instance.mp4 10.9 MB
03 Compute Choices/015 Lab_ Editing a VM Instance.mp4 8.62 MB
03 Compute Choices/016 Lab_ Creating a VM Instance Using The Command Line.mp4 9.41 MB
03 Compute Choices/017 Lab_ Creating And Attaching A Persistent Disk.mp4 10.1 MB
03 Compute Choices/018 Google Container Engine - Kubernetes (GKE).mp4 19.07 MB
03 Compute Choices/019 More GKE.mp4 12.83 MB
03 Compute Choices/020 Lab_ Creating A Kubernetes Cluster And Deploying A Wordpress Container.mp4 16.23 MB
03 Compute Choices/021 App Engine.mp4 12.69 MB
03 Compute Choices/022 Contrasting App Engine_ Compute Engine and Container Engine.mp4 10.92 MB
03 Compute Choices/023 Lab_ Deploy And Run An App Engine App.mp4 12.39 MB
04 Storage/024 Storage Options.mp4 16.75 MB
04 Storage/025 Quick Take.mp4 24.01 MB
04 Storage/026 Cloud Storage.mp4 14.21 MB
04 Storage/027 Lab_ Working With Cloud Storage Buckets.mp4 10.55 MB
04 Storage/028 Lab_ Bucket And Object Permissions.mp4 10.05 MB
04 Storage/029 Lab_ Life cycle Management On Buckets.mp4 12.35 MB
04 Storage/030 Lab_ Running A Program On a VM Instance And Storing Results on Cloud Storage.mp4 18.11 MB
04 Storage/031 Transfer Service.mp4 8.66 MB
04 Storage/032 Lab_ Migrating Data Using The Transfer Service.mp4 14.29 MB
05 Cloud SQL_ Cloud Spanner ~ OLTP ~ RDBMS/033 Cloud SQL.mp4 10.09 MB
05 Cloud SQL_ Cloud Spanner ~ OLTP ~ RDBMS/034 Lab_ Creating A Cloud SQL Instance.mp4 20.13 MB
05 Cloud SQL_ Cloud Spanner ~ OLTP ~ RDBMS/035 Lab_ Running Commands On Cloud SQL Instance.mp4 15.41 MB
05 Cloud SQL_ Cloud Spanner ~ OLTP ~ RDBMS/036 Lab_ Bulk Loading Data Into Cloud SQL Tables.mp4 19.91 MB
05 Cloud SQL_ Cloud Spanner ~ OLTP ~ RDBMS/037 Cloud Spanner.mp4 13.2 MB
05 Cloud SQL_ Cloud Spanner ~ OLTP ~ RDBMS/038 More Cloud Spanner.mp4 17.54 MB
05 Cloud SQL_ Cloud Spanner ~ OLTP ~ RDBMS/040 Lab_ Working With Cloud Spanner.mp4 15.64 MB
07 BigTable ~ HBase = Columnar Store/042 BigTable Intro.mp4 10.34 MB
07 BigTable ~ HBase = Columnar Store/043 Columnar Store.mp4 15.47 MB
07 BigTable ~ HBase = Columnar Store/044 Denormalised.mp4 12.28 MB
07 BigTable ~ HBase = Columnar Store/045 Column Families.mp4 10.46 MB
07 BigTable ~ HBase = Columnar Store/046 BigTable Performance.mp4 21.87 MB
07 BigTable ~ HBase = Columnar Store/048 Lab_ BigTable demo.mp4 12.58 MB
08 Datastore ~ Document Database/049 Datastore.mp4 23.88 MB
08 Datastore ~ Document Database/050 Lab_ Datastore demo.mp4 10.96 MB
09 BigQuery ~ Hive ~ OLAP/051 BigQuery Intro.mp4 27.09 MB
09 BigQuery ~ Hive ~ OLAP/052 BigQuery Advanced.mp4 23.82 MB
09 BigQuery ~ Hive ~ OLAP/053 Lab_ Loading CSV Data Into Big Query.mp4 13.92 MB
09 BigQuery ~ Hive ~ OLAP/054 Lab_ Running Queries On Big Query.mp4 14.02 MB
09 BigQuery ~ Hive ~ OLAP/055 Lab_ Loading JSON Data With Nested Tables.mp4 12.24 MB
09 BigQuery ~ Hive ~ OLAP/056 Lab_ Public Datasets In Big Query.mp4 14.81 MB
09 BigQuery ~ Hive ~ OLAP/057 Lab_ Using Big Query Via The Command Line.mp4 17.66 MB
09 BigQuery ~ Hive ~ OLAP/058 Lab_ Aggregations And Conditionals In Aggregations.mp4 23.37 MB
09 BigQuery ~ Hive ~ OLAP/059 Lab_ Subqueries And Joins.mp4 9.88 MB
09 BigQuery ~ Hive ~ OLAP/060 Lab_ Regular Expressions In Legacy SQL.mp4 13.86 MB
09 BigQuery ~ Hive ~ OLAP/061 Lab_ Using The With Statement For SubQueries.mp4 18.45 MB
10 Dataflow ~ Apache Beam/062 Data Flow Intro.mp4 16.85 MB
10 Dataflow ~ Apache Beam/063 Apache Beam.mp4 5.06 MB
10 Dataflow ~ Apache Beam/064 Lab_ Running A Python Data flow Program.mp4 21.71 MB
10 Dataflow ~ Apache Beam/065 Lab_ Running A Java Data flow Program.mp4 34.57 MB
10 Dataflow ~ Apache Beam/066 Lab_ Implementing Word Count In Dataflow Java.mp4 29.32 MB
10 Dataflow ~ Apache Beam/067 Lab_ Executing The Word Count Dataflow.mp4 9.77 MB
10 Dataflow ~ Apache Beam/068 Lab_ Executing MapReduce In Dataflow In Python.mp4 24.62 MB
10 Dataflow ~ Apache Beam/069 Lab_ Executing MapReduce In Dataflow In Java.mp4 11.3 MB
10 Dataflow ~ Apache Beam/070 Lab_ Dataflow With Big Query As Source And Side Inputs.mp4 29.48 MB
10 Dataflow ~ Apache Beam/071 Lab_ Dataflow With Big Query As Source And Side Inputs 2.mp4 11.97 MB
11 Dataproc ~ Managed Hadoop/072 Data Proc.mp4 12.02 MB
11 Dataproc ~ Managed Hadoop/073 Lab_ Creating And Managing A Dataproc Cluster.mp4 19.96 MB
11 Dataproc ~ Managed Hadoop/074 Lab_ Creating A Firewall Rule To Access Dataproc.mp4 20.63 MB
11 Dataproc ~ Managed Hadoop/075 Lab_ Running A PySpark Job On Dataproc.mp4 17.3 MB
11 Dataproc ~ Managed Hadoop/076 Lab_ Running The PySpark REPL Shell And Pig Scripts On Dataproc.mp4 20.59 MB
11 Dataproc ~ Managed Hadoop/077 Lab_ Submitting A Spark Jar To Dataproc.mp4 6.5 MB
11 Dataproc ~ Managed Hadoop/078 Lab_ Working With Dataproc Using The GCloud CLI.mp4 14.47 MB
12 Pub_Sub for Streaming/079 Pub Sub.mp4 17.95 MB
12 Pub_Sub for Streaming/080 Lab_ Working With Pubsub On The Command Line.mp4 10.42 MB
12 Pub_Sub for Streaming/081 Lab_ Working With PubSub Using The Web Console.mp4 11.45 MB
12 Pub_Sub for Streaming/082 Lab_ Setting Up A Pubsub Publisher Using The Python Library.mp4 11.02 MB
12 Pub_Sub for Streaming/083 Lab_ Setting Up A Pubsub Subscriber Using The Python Library.mp4 8.6 MB
12 Pub_Sub for Streaming/084 Lab_ Publishing Streaming Data Into Pubsub.mp4 14.46 MB
12 Pub_Sub for Streaming/085 Lab_ Reading Streaming Data From PubSub And Writing To BigQuery.mp4 29.5 MB
12 Pub_Sub for Streaming/086 Lab_ Executing A Pipeline To Read Streaming Data And Write To BigQuery.mp4 17.26 MB
12 Pub_Sub for Streaming/087 Lab_ Pubsub Source BigQuery Sink.mp4 26.5 MB
13 Datalab ~ Jupyter/088 Data Lab.mp4 5.09 MB
13 Datalab ~ Jupyter/089 Lab_ Creating And Working On A Datalab Instance.mp4 23.69 MB
13 Datalab ~ Jupyter/090 Lab_ Importing And Exporting Data Using Datalab.mp4 21.05 MB
13 Datalab ~ Jupyter/091 Lab_ Using The Charting API In Datalab.mp4 17.34 MB
14 TensorFlow and Machine Learning/092 Introducing Machine Learning.mp4 13.36 MB
14 TensorFlow and Machine Learning/093 Representation Learning.mp4 13.23 MB
14 TensorFlow and Machine Learning/094 NN Introduced.mp4 14.04 MB
14 TensorFlow and Machine Learning/095 Introducing TF.mp4 9.21 MB
14 TensorFlow and Machine Learning/096 Lab_ Simple Math Operations.mp4 18.9 MB
14 TensorFlow and Machine Learning/097 Computation Graph.mp4 17.91 MB
14 TensorFlow and Machine Learning/098 Tensors.mp4 15.15 MB
14 TensorFlow and Machine Learning/099 Lab_ Tensors.mp4 8.37 MB
14 TensorFlow and Machine Learning/100 Linear Regression Intro.mp4 16.98 MB
14 TensorFlow and Machine Learning/101 Placeholders and Variables.mp4 11.45 MB
14 TensorFlow and Machine Learning/102 Lab_ Placeholders.mp4 14.86 MB
14 TensorFlow and Machine Learning/103 Lab_ Variables.mp4 18.48 MB
14 TensorFlow and Machine Learning/104 Lab_ Linear Regression with Made-up Data.mp4 11.28 MB
14 TensorFlow and Machine Learning/105 Image Processing.mp4 14.21 MB
14 TensorFlow and Machine Learning/106 Images As Tensors.mp4 15.35 MB
14 TensorFlow and Machine Learning/107 Lab_ Reading and Working with Images.mp4 20.29 MB
14 TensorFlow and Machine Learning/108 Lab_ Image Transformations.mp4 15.22 MB
14 TensorFlow and Machine Learning/109 Introducing MNIST.mp4 7.9 MB
14 TensorFlow and Machine Learning/110 K-Nearest Neigbors as Unsupervised Learning.mp4 9.27 MB
14 TensorFlow and Machine Learning/111 One-hot Notation and L1 Distance.mp4 12.56 MB
14 TensorFlow and Machine Learning/112 Steps in the K-Nearest-Neighbors Implementation.mp4 16.42 MB
14 TensorFlow and Machine Learning/113 Lab_ K-Nearest-Neighbors.mp4 31.78 MB
14 TensorFlow and Machine Learning/114 Learning Algorithm.mp4 18.97 MB
14 TensorFlow and Machine Learning/115 Individual Neuron.mp4 12.71 MB
14 TensorFlow and Machine Learning/116 Learning Regression.mp4 13.52 MB
14 TensorFlow and Machine Learning/117 Learning XOR.mp4 13.4 MB
14 TensorFlow and Machine Learning/118 XOR Trained.mp4 15.15 MB
15 Regression in TensorFlow/119 Lab_ Access Data from Yahoo Finance.mp4 5.35 MB
15 Regression in TensorFlow/120 Non TensorFlow Regression.mp4 10.18 MB
15 Regression in TensorFlow/121 Lab_ Linear Regression - Setting Up a Baseline.mp4 18.52 MB
15 Regression in TensorFlow/122 Gradient Descent.mp4 17.12 MB
15 Regression in TensorFlow/123 Lab_ Linear Regression.mp4 32.17 MB
15 Regression in TensorFlow/124 Lab_ Multiple Regression in TensorFlow.mp4 23.44 MB
15 Regression in TensorFlow/125 Logistic Regression Introduced.mp4 17.09 MB
15 Regression in TensorFlow/126 Linear Classification.mp4 6.92 MB
15 Regression in TensorFlow/127 Lab_ Logistic Regression - Setting Up a Baseline.mp4 21.74 MB
15 Regression in TensorFlow/128 Logit.mp4 14.29 MB
15 Regression in TensorFlow/129 Softmax.mp4 20.42 MB
15 Regression in TensorFlow/130 Argmax.mp4 15.13 MB
15 Regression in TensorFlow/131 Lab_ Logistic Regression.mp4 25.87 MB
15 Regression in TensorFlow/132 Estimators.mp4 5.29 MB
15 Regression in TensorFlow/133 Lab_ Linear Regression using Estimators.mp4 15.66 MB
15 Regression in TensorFlow/134 Lab_ Logistic Regression using Estimators.mp4 10.1 MB
16 Vision_ Translate_ NLP and Speech_ Trained ML APIs/135 Lab_ Taxicab Prediction - Setting up the dataset.mp4 25.67 MB
16 Vision_ Translate_ NLP and Speech_ Trained ML APIs/136 Lab_ Taxicab Prediction - Training and Running the model.mp4 21.14 MB
16 Vision_ Translate_ NLP and Speech_ Trained ML APIs/137 Lab_ The Vision_ Translate_ NLP and Speech API.mp4 21.51 MB
16 Vision_ Translate_ NLP and Speech_ Trained ML APIs/138 Lab_ The Vision API for Label and Landmark Detection.mp4 14.14 MB
17 Networking/139 Virtual Private Clouds.mp4 12.56 MB
17 Networking/140 VPC and Firewalls.mp4 16.64 MB
17 Networking/141 XPC or Shared VPC.mp4 10.08 MB
17 Networking/142 VPN.mp4 16.24 MB
17 Networking/143 Types of Load Balancing.mp4 8.97 MB
17 Networking/144 Proxy and Pass-through load balancing.mp4 13.95 MB
17 Networking/145 Internal load balancing.mp4 11.15 MB
18 Ops and Security/146 StackDriver.mp4 16 MB
18 Ops and Security/147 StackDriver Logging.mp4 9.66 MB
18 Ops and Security/148 Cloud Deployment Manager.mp4 10.74 MB
18 Ops and Security/149 Cloud Endpoints.mp4 7.07 MB
18 Ops and Security/150 Security and Service Accounts.mp4 13.89 MB
18 Ops and Security/151 OAuth and End-user accounts.mp4 11.33 MB
18 Ops and Security/152 Identity and Access Management.mp4 11.25 MB
18 Ops and Security/153 Data Protection.mp4 15.47 MB
19 Appendix_ Hadoop Ecosystem/154 Introducing the Hadoop Ecosystem.mp4 2.37 MB
19 Appendix_ Hadoop Ecosystem/155 Hadoop.mp4 19.66 MB
19 Appendix_ Hadoop Ecosystem/156 HDFS.mp4 28.51 MB
19 Appendix_ Hadoop Ecosystem/157 MapReduce.mp4 26.39 MB
19 Appendix_ Hadoop Ecosystem/158 Yarn.mp4 10.47 MB
19 Appendix_ Hadoop Ecosystem/159 Hive.mp4 21.72 MB
19 Appendix_ Hadoop Ecosystem/160 Hive vs_ RDBMS.mp4 11.33 MB
19 Appendix_ Hadoop Ecosystem/161 HQL vs_ SQL.mp4 16.67 MB
19 Appendix_ Hadoop Ecosystem/162 OLAP in Hive.mp4 10.68 MB
19 Appendix_ Hadoop Ecosystem/163 Windowing Hive.mp4 20.23 MB
19 Appendix_ Hadoop Ecosystem/164 Pig.mp4 13.81 MB
19 Appendix_ Hadoop Ecosystem/165 More Pig.mp4 17.39 MB
19 Appendix_ Hadoop Ecosystem/166 Spark.mp4 19.86 MB
19 Appendix_ Hadoop Ecosystem/167 More Spark.mp4 19.11 MB
19 Appendix_ Hadoop Ecosystem/168 Streams Intro.mp4 18.36 MB
19 Appendix_ Hadoop Ecosystem/169 Microbatches.mp4 10.57 MB
19 Appendix_ Hadoop Ecosystem/170 Window Types.mp4 10.13 MB
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